The characteristics of the slave trade both across the Atlantic and across the Shara Desert. What was different between the two?

the characteristics of the slave trade both across the Atlantic and across the Shara Desert. What was different between the two? What was similar? What would be the causes for such harsh treatment of slaves in the trade across the Atlantic?